AI Developer- Senior Associate
pwc
Job Description
- Design and develop AI/ML and Generative AI solutions aligned with business requirements.
- Build and implement RAG (Retrieval
- Augmented Generation) pipelines using vector databases and LLMs.
- Develop and integrate APIs to enable AI capabilities across applications.
- Work with stakeholders to gather requirements and translate them into scalable AI solutions.
- Develop and optimize data pipelines and preprocessing workflows for AI models.
- Implement and deploy AI solutions in cloud environments (GCP/Azure/AWS).
- Collaborate with cross-functional teams to integrate AI into enterprise systems.
- Ensure performance optimization, scalability, and reliability of AI systems.
- Participate in code reviews, testing, and documentation of AI solutions.
Mandatory Skills & Expertise :
- Strong programming skills in Python (must-have) and working knowledge of SQL.
- Experience with Generative AI frameworks and LLMs (e.g., OpenAI, Gemini, Hugging Face).
Hands-on experience in RAG implementation, including:
- Vector databases (e.g., FAISS, Pinecone, Weaviate)
- Embedding models and retrieval strategies
- Experience in building and consuming REST APIs / microservices.
- Knowledge of PySpark and distributed data processing.
- Understanding of ML fundamentals (supervised/unsupervised learning, evaluation metrics).
- Familiarity with prompt engineering and LLM optimization techniques.
- Experience with AI platform services (e.g., Vertex AI, Azure AI, AWS Bedrock/SageMaker).
The Opportunity
- When you join PwC Acceleration Centers (ACs), you step into a pivotal role focused on actively supporting various Acceleration Center services, from Advisory to Assurance, Tax and Business Services. In our innovative hubs, you’ll engage in challenging projects and provide distinctive services to support client engagements through enhanced quality and innovation. You’ll also participate in dynamic and digitally enabled training that is designed to grow your technical and professional skills.
- As part of the Software Engineering team you will design and develop AI-driven solutions that integrate seamlessly with enterprise systems. As a Senior Associate, you will collaborate with cross-functional teams to create scalable applications, đảm bảo performance and reliability while fostering your technical proficiency in a fast-paced, innovative environment.
Responsibilities
- Design and develop AI-driven solutions for enterprise systems
- Collaborate with teams to secure application scalability
- Secure performance and reliability of developed solutions
- Foster technical proficiency in a fast-paced environment
- Utilize programming skills to create innovative applications
- Engage in continuous learning to enhance technical capabilities
- Contribute to the integration of AI technologies
- Analyze user requirements to inform development processes
What You Must Have
- Bachelor's Degree in Computer Science, Software Engineering, or a related field
- Minimum 4 years of experience as a fullstack engineer
- Oral and written proficiency in English required
What Sets You Apart
- 4 years of experience in AI development preferred
- Proficiency in Python programming
- Experience with Generative AI frameworks
- Knowledge of RAG implementation techniques
- Familiarity with vector databases and LLMs
- Understanding of machine learning fundamentals
- Experience in building REST APIs and microservices
- Knowledge of cloud environments (GCP/Azure/AWS) preferred
- Hands-on experience with AI platform services